#1
10 Weeks, 20 Lessons, Data Science for All!
36K starsJun 10, 2026 pushdata-analysisJupyter NotebookData Analysis
$ npx skills add microsoft/Data-Science-For-BeginnersAlternatives
ChatLab alternatives for AI agents.
Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.
Current skill
ChatLab
Local-first chat history analyzer with AI. | 本地优先的 AI 聊天记录分析工具
100
Quality
94
Trust
6.7K
Stars
#2
Agentic BI. Analytics at the speed of code ⚡️
5.9K starsJun 15, 2026 pushdata-analysisTypeScriptBI
$ npx skills add lightdash/lightdash#3
Malloy is a modern open source language for describing data relationships and transformations.
2.5K starsJun 14, 2026 pushdata-analysisTypeScriptData Visualization
$ npx skills add malloydata/malloy#4
Visualizer for pandas data structures
5.2K starsMay 29, 2026 pushdata-analysisTypeScriptData Analysis
$ npx skills add man-group/dtale#5
High-performance Toolkit for WebGL-based Data Visualization
2.5K starsJun 13, 2026 pushdata-analysisTypeScriptData Visualization
$ npx skills add visgl/luma.gl#6
VTable is not just a high-performance multidimensional data analysis table, but also a grid artist that creates art between rows and columns.
3.6K starsJun 11, 2026 pushdata-analysisTypeScriptData Analysis
$ npx skills add VisActor/VTable#7
An open source alternative to Tableau. Embeddable visual analytic
3.2K starsMay 19, 2026 pushdata-analysisTypeScriptData Analysis
$ npx skills add Kanaries/graphic-walker#8
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
49K starsJun 14, 2026 pushdata-analysisPythonData Analysis
$ npx skills add pandas-dev/pandas#9
Streamlit — A faster way to build and share data apps.
45K starsJun 14, 2026 pushdata-analysisPythonData Analysis
$ npx skills add streamlit/streamlit#10
🕸️ Web apps in pure Python 🐍
29K starsJun 13, 2026 pushdata-analysisPythonData Analysis
$ npx skills add reflex-dev/reflex#11
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
24K starsJun 11, 2026 pushdata-analysisData AnalysisClaude Code
$ npx skills add lukasmasuch/best-of-ml-python#12
免费的AI可视化报表。一句话描述需求，AI 自动生成报表与数据大屏；同时提供类 Excel 拖拽设计器，兼容 30 余种数据源，轻松应对各类复杂报表场景——帆软、Tableau 的高性价比开源替代。
8.0K starsMay 22, 2026 pushdata-analysisJavaData Analysis
$ npx skills add jeecgboot/jimureport#13
A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning
7.1K starsJun 7, 2026 pushdata-analysisPythonData Analysis
$ npx skills add scikit-learn-contrib/imbalanced-learn#14
Dynamic, resilient AI orchestration. Coordinate data, models, and compute as you build AI workflows.
7.1K starsJun 12, 2026 pushdata-analysisGoData Analysis
$ npx skills add flyteorg/flyte#15
Gonum is a set of numeric libraries for the Go programming language. It contains libraries for matrices, statistics, optimization, and more
8.4K starsMay 4, 2026 pushdata-analysisGoData Analysis
$ npx skills add gonum/gonum#16
WeFlow - 一个本地的微信聊天记录导出和年度报告应用
12K starsJun 3, 2026 pushdata-analysisData AnalysisClaude Code
$ npx skills add hicccc77/WeFlowHow to choose
When should you switch?
Use an alternative when it has a clearer install path, higher trust score, fresher maintenance, or better platform fit for your current agent stack. Keep ChatLab if it already passes your workflow test and repository review.
Next step
Compare top candidates side by side
Open the compare page, test the install commands in a sandbox, and check each repository before using a skill in production.